General
papi-verify - Claude MCP Skill
Verify code against paper. Use when user asks "does this match the paper", "check my implementation", or is implementing equations/algorithms from literature.
SEO Guide: Enhance your AI agent with the papi-verify tool. This Model Context Protocol (MCP) server allows Claude Desktop and other LLMs to verify code against paper. use when user asks "does this match the paper", "check my implementation"... Download and configure this skill to unlock new capabilities for your AI workflow.
Documentation
SKILL.md# Verify Code Against Paper You are given: - Code (or a code excerpt), plus paper excerpts (paste `papi show ... --level ...` output above, or reference exported files). Project context (optional): $ARGUMENTS ## Rules - Prefer equations/LaTeX over summaries when there's a conflict. - If a claim is not supported by provided excerpts, say: "Not supported by provided excerpts." - For supported claims, include a short quote snippet (<= 15 words) and cite as: (paper: <name>, arXiv: <id if present>, source: summary|equations|tex|notes, ref: section/eq/table/figure if present) ## Output 1) **Symbol mapping table**: paper symbol/definition → code variable/tensor (include shapes/units if stated) 2) **Mismatches / risks** (bulleted): missing terms, wrong sign/scale/normalization, shape bugs, hidden assumptions 3) **Fix plan**: minimal code changes (or patch sketch) + suggested asserts/tests to lock correctness End with: **Cited papers**: <comma-separated paper names and/or arXiv IDs> For general CLI commands, see `/papi`.
Signals
Information
- Repository
- hummat/paperpipe
- Author
- hummat
- Last Sync
- 3/12/2026
- Repo Updated
- 3/11/2026
- Created
- 1/26/2026
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